Inference In High-dimensional Single-Index Models Under Symmetric Designs

Hamid Eftekhari, Moulinath Banerjee, Ya'acov Ritov

The problem of statistical inference for regression coefficients in a high-dimensional single-index model is considered. Under elliptical symmetry, the single index model can be re…